AI for Private Credit Vice Presidents: Underwriting, Workouts, LPs

From One Credit Memo to a Portfolio of Judgment Calls

Private credit underwriting at the associate level is mostly mechanical: build the model, run the covenant package against precedent, draft the memo. At Vice President, the job becomes running several live underwrites at once, deciding which structuring and pricing points are actually worth negotiating versus market-standard, presenting and defending recommendations at deal committee, and — the part that distinguishes credit from equity investing — taking the lead when something in the existing portfolio goes wrong. A VP typically owns the workout when a borrower trips a covenant or misses a payment, which requires a different kind of judgment than picking new deals. Claude's role shifts the same way it does at the PE VP level: less "build this model," more "help me move faster through the volume so the judgment calls get my full attention."

Directing Underwriting Across Multiple Live Deals

• "I'm running underwriting on 3 private credit deals simultaneously, 2 associates split across them. Build a weekly tracking structure: for each deal, what stage it's at (initial screen, deep diligence, documentation, closing), what the single biggest open risk is, and what decision I need to make this week versus what can wait. I want a one-page view I can scan in 5 minutes before our Monday pipeline call."
• "An associate's credit memo recommends a $40M unitranche at 9.5% cash + 2% PIK, covenant package: 5.5x max leverage, 1.5x min fixed charge coverage. Here's their memo [paste]. Give me a structured pushback: (1) is the pricing rich or cheap versus what similar-risk deals in this sector have priced at recently; (2) is the leverage covenant too loose to actually protect us given the company's EBITDA volatility; (3) what's the one diligence question that, if answered badly, kills this deal — is it actually answered in the memo or just asserted?"
• "Draft the deal committee presentation structure for a $60M direct lending opportunity: investment thesis, borrower and sponsor quality, structure and pricing versus market, key risks and mitigants, and a clear recommendation. I'll fill in the specifics — I want the sharpest possible version of the 'why might this go wrong' section first, since that's what the committee will actually push on."

Workout and Amendment Situations

• "A portfolio company just tripped its leverage covenant — 6.2x actual versus 5.5x max — driven by an EBITDA miss, not a liquidity crisis. They're requesting a covenant reset to 6.5x for 4 quarters plus a 25bps fee. Walk me through: (1) is this a temporary issue (one-time cost pressure, recoverable) or the start of a longer decline — what evidence would distinguish those; (2) what do lenders typically get in exchange for a reset like this (fee, pricing step-up, tighter reporting, board observer rights); (3) what happens to our position if we say no instead."
• "Draft talking points for a call with a struggling borrower's CFO about a missed interest payment: we want to understand the real cash position before deciding whether this is a short-term liquidity timing issue or something more serious. What are the 5 sharpest questions to ask on this call, and what follow-up documentation should we require before agreeing to any forbearance?"
• "Compare our options on a credit that's now underperforming badly: (1) work with the sponsor on an amendment and additional equity support; (2) sell the position in the secondary market at a discount; (3) push toward a formal restructuring. For each, what's the realistic recovery outcome, and what does each path do to our fund's reported marks this quarter versus next year?"

LP Reporting and Portfolio-Level Communication

• "Draft the quarterly LP letter section on portfolio credit quality: 18 positions, 2 on the watch list (both covenant resets in progress, described above), 1 non-accrual. I want a tone that's honest about the watch-list positions without alarming LPs about the overall portfolio — here's the actual performance data across all 18 positions [paste], help me find the right framing that leads with the strong majority before addressing the two problem credits directly."
• "Build a portfolio-level risk dashboard structure for private credit LP reporting: average leverage across positions, weighted average yield, sector concentration, positions on watch list with brief status, and any positions with recent covenant amendments. What's the right level of detail for LPs versus what should only go to the internal deal committee?"

Related Articles

• AI for Private Equity Vice Presidents
• Private Credit Underwriting AI
• AI for Private Credit and Direct Lending
• Covenant Compliance Monitoring for Private Credit
• Private Credit Portfolio Intelligence